Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
Flash-VL 2B: Optimizing Vision-Language Model Performance for Ultra-Low Latency and High Throughput
As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2505.09498.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-07T11:59:55.805940Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-05-15T17:07:27.421336Z
Reference resolution
0 of 0 outbound references displayed
- verified exact0
- verified fuzzy0
- unresolved0
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
No outbound reference observations are available for this paper version.
Pith citing papers
Observation 44f5f89c-4f34-486e-be23-80d160b25e10 · inbound
Affordance Benchmark for MLLMs cites this paper.
Affordance Benchmark for MLLMs Flash-VL 2B: Optimizing Vision-Language Model Performance for Ultra-Low Latency and High Throughput
Reference 56
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T11:59:55.805940Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c8760376-d25b-4280-92e6-05e754f0d73a · inbound
CLGRPO: Reasoning Ability Enhancement for Small VLMs cites this paper.
CLGRPO: Reasoning Ability Enhancement for Small VLMs Flash-VL 2B: Optimizing Vision-Language Model Performance for Ultra-Low Latency and High Throughput
Reference 18
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T23:27:46.048132Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 28c9addc-aba3-4d4f-beaa-1c918695bd76 · inbound
MiniCPM-V 4.5: Cooking Efficient MLLMs via Architecture, Data, and Training Recipe cites this paper.
MiniCPM-V 4.5: Cooking Efficient MLLMs via Architecture, Data, and Training Recipe Flash-VL 2B: Optimizing Vision-Language Model Performance for Ultra-Low Latency and High Throughput
Reference 10
- Resolution
- verified exact
- arxiv_id, observed 2026-05-15T17:07:27.424607Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.